Relation Between Financial Literacy and Carbon Footprint: Review on Implications for Sustainable Development


Abstract

Introduction. Financial literacy has been recognized worldwide as a significant element of stability and economic and financial growth. With the evolution of financial instruments, the growing importance of financial inclusion, its correlation with financial literacy, and the effects they have on sustainability, the concept of financial literacy is dramatically changing and getting more inclusive, spreading the focus on sustainability, sustainable consumption, and environmental preservation.

Aim and tasks. The aim of the study is to examine the connection between the population's financial literacy level and greenhouse gas emissions. The working hypothesis claims that there is a relationship between financial literacy and the carbon footprint.

Results. The correlation and regression analyses were the main tools in the study, while the dataset for 2014 covered 137 countries, with the main dependent variables being carbon emissions per capita, per unit of gross domestic product, and per unit of energy. The partial correlation coefficients between financial literacy rating and carbon footprint variables were insignificant when controlled for economic development, represented by per capita gross domestic product. Estimated econometric models with financial literacy in quadratic form were adequate and showed a significant connection between financial literacy and carbon emissions per capita and per gross domestic product at the 5% level. The relationship with carbon emissions per unit of energy was significant at the 10% level. In all three models, the relationships followed an inverse U-shape, with low financial literacy increasing the carbon footprint and higher financial literacy decreasing it. The turning numbers for financial literacy were 35.8% for carbon emissions per capita, 41.4% for emissions per unit of gross domestic product, and 32.4% for emissions per unit of energy.

Conclusions. Financial literacy was indeed associated with carbon emissions in a complex, non-linear way. The effect of energy consumption on carbon emissions was stronger than financial literacy and appeared to be the driving force for the increase in carbon emissions. With low financial literacy observed in underdeveloped countries, the situation was not favorable for the environment. As financial literacy increased, welfare, income, and consumption increased too, leading to an increase in greenhouse gas emissions, i.e., a bigger CO2 footprint. Once a certain stage of economic development was reached, the relationship was reversed, i.e., in developed countries, financial literacy worked towards reducing the carbon footprint and protecting the environment.

Keywords:

sustainability, carbon footprint, financial literacy, partial correlation, regression model.

References

Abuseridze, G., Paliani-Dittrich, I., Shalikashvili, M., & Zahars, V. (2022). Challenges and economic adjustment policies in the EU. Access to science, business, innovation in digital economy, ACCESS Press, 3(2), 136-146. https://doi.org/10.46656/access.2022.3.2(4)
Auffhammer, M., &Wolfram, C. (2014). Powering Up China: Income Distributions and Residential Electricity Consumption. American Economic Review: Papers and Proceedings, 104(5), 575-580.
Brundtland, G. (1987). Report of the World Commission on Environment and Development: Our Common Future. United Nations: New York, NY, USA: United Nations General Assembly Document A/42/427.
Bryant, J. H. (2013). Economic growth and sustainability rooted in financial literacy. In Practicing Sustainability (pp. 95–99). Springer New York. http://dx.doi.org/10.1007/978-1-4614-4349-0_19
Caron, J., & Fally, T. (2018). Per Capita Income, Consumption Patterns, and CO2 Emissions. CEPR Discussion Paper No. 13092.
Cnaan, R. A., Moodithaya, M. S., & Handy, F. (2012). Financial inclusion: Lessons from rural South India. Journal of Social Policy, 41(1), 183–205. https://doi.org/10.1017/s0047279411000377
Cull, R., Demirguc-Kunt, A., & Morduch, J. (2021). Banking the World: Empirical Foundations of Financial Inclusion. MIT Press.
Dabla-Norris, E., Ji, Y., Townsend, R., & Unsal, D. (2021). Distinguishing constraints on financial inclusion and their impact on GDP, TFP, and the distribution of income. Journal of Monetary Economics, 117, 1-18. https://doi.org/10.1016/j.jmoneco.2020.01.003
Demirguc-Kunt, A., & Klapper, L. (2013). Measuring financial inclusion: Explaining variation in use of financial services across and within countries. Brookings Papers on Economic Activity, 279–34.
Ding, G., Ding, Y., & Weng, P. (2018). Spatial differences in the influence of science popularization resources development on the energy consumption carbon footprint in provincial regions of China. Energy, Sustainability and Society, 8(1). https://doi.org/10.1186/s13705-018-0160-5
Disney, R., & Gathergood, J. (2012). Financial literacy and consumer credit portfolios. Mimeo, University of Nottingham.
Dósa, K., Russ, R.S. (2020). Making sense of carbon footprints: how carbon literacy and quantitative literacy affects information gathering and decision-making. Environmental Education Research, 26 (3), 421-453. https://doi.org/10.1080/13504622.2019.1569205
Driva, A., Lührmann, M., & Win, J. (2016). Gender differences and stereotypes in financial literacy: Off to an early start. Economics Letters, 146, 143–146. https://doi.org/10.1016/j.econlet.2016.07.029
Dumitrescu, A. (2022). Leaders with Sustainable Finance Literacy. https://dobetter.esade.edu/en/sustainablefinancial-literacy
European Commission. (2022). Financial competence framework for adults in the European Union. European Union/OECD. https://ec.europa.eu
Fakher, H.-A. (2019). Investigating the determinant factors of environmental quality (based on ecological carbon footprint index). Environmental Science and Pollution Research International, 26(10), 10276–10291. https://doi.org/10.1007/s11356-019-04452-3
Federal Office for the Environment. (2020). Sustainability in Financial Education and Training in Switzerland. Analysis and Recommendations. Environmental Studies, No. 2005.
Filippini, M., Leippold, M., & Wekhof, T. (2021). Sustainable Finance Literacy and the Determinants of Sustainable Investing. Swiss Finance Institute Research Paper, 22-02. http://dx.doi.org/10.2139/ssrn.3997285
French, D., & McKillop, D. (2016). Financial literacy and over-indebtedness in low-income households. International Review of Financial Analysis, 48, 1-11. https://doi.org/101016/j.irfa.2016.08.004
Gedvilaitė, D., Gudaitis, T., Lapinskienė, G., Brazaitis, J., Žižys, J., & Podviezko, A. (2022). Sustainability Literacy and Financial Literacy of Young People in the Baltic States. Sustainability, 14. https://doi.org/103390/su142114013
Gertler, P. J., Shelef, O., Wolfram, C., & Fuchs, A. (2016). The Demand for Energy-Using Assets among the World's Rising Middle Classes. American Economic Review, 106(6), pp. 1366-1401.
Getzner, M., & Grabner-Kräuter, S. (2004). Consumer preferences and marketing strategies for “green shares”: Specifics of the Austrian market. International Journal of Bank Marketing, 22(4), 260–278. https://doi.org/10.1108/02652320410542545
Glavič, P., & Lukman, R. (2007). Review of sustainability terms and their definitions. Journal of Cleaner Production, 15(18), 1875–1885. https://doi.org/10.1016/j.jclepro.2006.12.006
Grohmann, A., Klühs, T., & Menkhoff, L. (2018). Does financial literacy improve financial inclusion? Cross country evidence. World Development, 111, 84–96. https://doi.org/10.1016/j.worlddev.2018.06.020
Gutsche, G., Nakai, M., & Arimura, T. (2021). Revisiting the determinants of individual sustainable investment—The case of Japan. Behav. Exp. Financ., 30.
Hastings, J., Madrian, B., & Skimmyhorn, W. (2012). Financial Literacy Financial Education and Economic Outcomes. Working Paper 18412.
Heinonen, J., Olson, S., Czepkiewicz, M., Árnadóttir, Á., & Ottelin, J. (2022). Too much consumption or too high emissions intensities? Explaining the high consumption-based carbon footprints in the Nordic countries. Environmental Research Communications. https://doi.org/10.1088/2515-7620/aca871
Hira, T. K. (2012). Promoting sustainable financial behaviour: implications for education and research: Promoting sustainable financial behaviour. International Journal of Consumer Studies, 36(5), 502–507. https://doi.org/10.1111/j.1470-6431.2012.01115.x
Howell, R.A. (2018). Carbon management at the household level: a definition of carbon literacy and three mechanisms that increase it. Carbon Management, 9 (1), 25-35. https://doi.org/10.1080/17583004.2017.1409045
Huang, Y., & Zhang, Y. (2020). Financial inclusion and urban–rural income inequality: long-run and short-run relationships. Emerging Markets Finance and Trade, 56 (2), 457-471. https://doi.org/10.1080/1540496X.2018.1562896
Hung, A., Yoong, J., & Brown, E. (2012). Empowering women through financial awareness and education. O.E.C.D. Working Papers on Finance, Insurance and Private Pensions., No. 14.
Iliev, N., Marinov, M., Milinov, V., & Petrova, M. (2023). Is investment portfolio construction sustainable in the circular economy paradigm—the case of ESG investment? In Lecture Notes in Management and Industrial Engineering (pp. 15–42). Springer Nature Switzerland.
Karakoç, M., & Yeşildağ, E. (2017). The financial literacy levels of the students taking finance based lectures at the school of applied science. In Global Issues in Social Sciences Different Perspectives-Multidisciplinary Approaches, 191–205.
Kim, D., Yu, J., & Hassan, M. (2018). Financial inclusion and economic growth in OIC countries. Research in International Business and Finance, 43, 1-14. https://doi.org/10.1016/j.ribaf.2017.07.178
Klapper, L., Lusardi. A., & van Oudheusden, P. (2014). Financial Literacy Around the World: Insights from the Standard & Poor’s Ratings Services Global Financial Literacy Survey.
Kolenatý, M., Kroufek, R., & Činčera, J. (2022). What Triggers Climate Action: The Impact of a Climate Change Education Program on Students’ Climate Literacy and Their Willingness to Act. Sustainability (Switzerland), 14 (16), 10365. https://doi.org/110.3390/su141610365
Koomson, I., Villano, R., & Hadley, D. (2020). Effect of financial inclusion on poverty and vulnerability to poverty: evidence using a multidimensional measure of financial inclusion. Social Indicators Research, 149(2), 613-639. https://doi.org/10.1007/s11205-019-02263-0
Krechovská, M. (2015). Financial literacy as a path to sustainability. Trendy v podnikání, 5, 3-12.
Kurmanov, N., Petrova, M., & Suleimenova, S. (2019). Development of a scientific and innovative sphere in earth resources mining sector of Kazakhstan. E3S Web of Conferences, 105, 04045. https://doi.org/10.1051/e3sconf/201910504045
Kuzior, A., Didenko, I., Vorontsova, A., Lyeonov, A., & Brożek, P. (2022). Managing educational determinants of financial inclusion as a key factor of sustainable development: logit-probit modeling. Polish Journal of Management Studies, 26 (2), 265-279. https://doi.org/1017512/pjms.2022.26.2.16
Lin, C.-A., & Bates, T. C. (2022). Smart people know how the economy works: Cognitive ability, economic knowledge and financial literacy, Intelligence, Volume 93, 101667, ISSN 0160-2896. https://doi.org/10.1016/j.intell.2022.101667
Liu, Y., Luan, L., Wu, W., Zhang, Z., & Hsu, Y. (2021). Can digital financial inclusion promote China’s economic growth? International Review of Financial Analysis.
López-Medina, T., Mendoza-Ávila, I., Contreras-Barraza, N., Salazar-Sepúlveda, G., & Vega-Muñoz, A. (2022). Bibliometric Mapping of Research Trends on Financial Behavior for Sustainability. Sustainability, 14, 117. https://doi.org/103390/su14010117
Lusardi, A., & Mitchell, O. S. (2008). Planning and financial literacy: How do women fare? American Economic Review Papers & Proceedings, 98, 413–417
MacKinnon, J. G., & White, H. (1985). Some heteroskedasticity-consistent covariance matrix estimators with improved finite sample properties. Journal of Econometrics, Volume 29, Issue 3, Pages 305-325. https://doi.org/10.1016/0304-4076(85)90158-7
Matekenya, W., Moyo, C., & Jeke, L. (2021). Financial inclusion and human development: evidence from sub-saharan Africa. Development Southern Africa, 38, 683-700.
Mitchell, O., & Lusardi, A. (2015, Summer). Financial Literacy and Economic Outcomes: Evidence and Policy Implications. J Retire, 3(1), 107-114. https://doi.org/10.3905/jor.2015.3.1.107
Mooney, M.E., Middlecamp, C., Martin, J., & Ackerman, S.A. (2022). The Demise of the Knowledge–Action Gap in Climate Change Education. Bulletin of the American Meteorological Society, 103 (10), E2265-E2272. https://doi.org/110.1175/BAMS-D-21-0256.1
Muñoz-Céspedes, E., Ibar-Alonso, R., & de Lorenzo Ros, S. (2021). Financial Literacy and Sustainable Consumer Behavior. Sustainability, 13. https://doi.org/103390/su13169145
Neaime, S., & Gaysset, I. (2018). Financial inclusion and stability in MENA: evidence from poverty and inequality. Finance Research Letters, 24, 230-237.
Odinokova, T., & Akhmedyarov, Ye. (2022). Development of innovation activity research model and its implementation. Access to science, business, innovation in digital economy, ACCESS Press, 3(1), 29-42. https://doi.org/10.46656/access.2022.3.1(3)
OECD. (2012). O.E.C.D. I.N.F.E. Guidelines on Financial Education in Schools.
OECD. (2013). Toolkit to Measure Financial Literacy and Financial Inclusion: Guidance, Core Questionnaire and Supplementary Questions.
OECD. (2018). Financial education. https://www.oecd.org/financial/education/oecd-infe-2020-international-survey-of-adult-financialliteracy-presentations.pdf
Our World in Data. (2023). CO₂ and GHG Emissions Dataset. (2023). https://ourworldindata.org
Ozili, P. (2021a). Financial inclusion research around the world: a review. Forum for Social Economics, 50 (4), 457-479. https://doi.org/10.1080/07360932.2020.1715238
Ozili, P. (2021b). Financial inclusion-exclusion paradox: how banked adults become unbanked again. Financial Internet Quarterly, 17(2), 44-50. https://doi.org/10.2478/fiqf-2021-0012
Ozili, P. (2022). Financial inclusion and sustainable development: an empirical association. Journal of Money and Business, 2(2), 186-198. https://doi.org/101108/JMB-03-2022-0019
Pașa, A. T., Picatoste, X., & Gherghina, E. M. (2022). Financial Literacy and Economic Growth: How Eastern Europe is Doing? Economics, 16(1), 27-42. https://doi.org/101515/econ-2022-0019
Popova, O., Koval, V., Vdovenko, N., Sedikova, I., Nesenenko, P., & Mikhno, I. (2022). Environmental footprinting of agri-food products traded in the European market. Frontiers in Environmental Science, 10, 1036970. doi:10.3389/fenvs.2022.1036970
Potrich, A. C., Vieira, K. M., & Kirch, G. (2015). Determinants of Financial Literacy: Analysis of the Influence of Socioeconomic and Demographic Variables. Accounting and Finance Review, 26, 362-377.
Ramazanov, S., & Petrova, M. (2020). Development management and forecasting in a green innovative economy based on the integral dynamics model in the conditions of «Industry - 4.0». Access to science, business, innovation in digital economy. ACCESS Press, 1(1), 9-30. https://doi.org/10.46656/access.2020.1.1(1)
Scharl, A., Föls, M., Herring, D., Piccolo, L., Fernandez, M., & Alani, H. (2016). Application design and engagement strategy of a game with a purpose for climate change awareness. In Internet Science (pp. 97–104). Springer International Publishing.
Schrills, T., Rosenbusch, L., Zoubir, M., Stahl, J., & Franke, T. (2021). Supporting interaction with CO2 as a resource with individual carbon footprint trackers as everyday assistants. In Proceedings of the 21st Congress of the International Ergonomics Association (IEA 2021) (pp. 573–581). Springer. https://doi.org/10.1007/978-3-030-74605-6_73
Seitzhanov, S., Kurmanov, N., Petrova, M., Aliyev, U., Aidargaliyeva, N. 2020. Stimulation of entrepreneurs’ innovative activity: evidence from Kazakhstan. Entrepreneurship and Sustainability Issues, 7(4), 2615-2629. https://doi.org/10.9770/jesi.2020.7.4(4)
Shiao, K. Y., Lin, M. L., & Sung, Q. C. (2013). Curriculum Innovation for Fostering Green Building Literacy in General Education. Applied Mechanics and Materials, 284–287, 1290–1294. https://doi.org/104028/www.scientific.net/amm.284-287.1290
Șimandan, R., Leuștean, B., & Dobrescu, R. M. (2022). An uphill battle: Financial education in Romania in the midst of societal transformation. Journal of Risk and Financial Management, 15(11), 494. https://doi.org/10.3390/jrfm15110494
Siraj-Blatchford, J. (2016). Early childhood education for sustainable development in the UK. In International Perspectives on Early Childhood Education and Development (pp. 155–171). Springer International Publishing. https://doi.org/10.1007/978-3-319-42208-4_11
Sterling, S., Glasser, H., Rieckmann, M., & Warwick, P. (2017). “More than scaling up”: a critical and practical inquiry into operationalizing sustainability competencies. In Envisioning futures for environmental and sustainability education (pp. 153–168). Wageningen Academic Publishers. https://doi.org/10.3920/978-90-8686-846-9_10
Swiecka, B., Yeşildağ, E., Özen, E., & Grima, S. (2020). Financial Literacy: The Case of Poland. Sustainability, 12, 700. https://doi.org/103390/su12020700
The World Bank. (2023). Individuals using the Internet (% of population). https://data.worldbank.org/indicator/
Todorov, L., Aleksandrova, A., & Marinov, M. (2023). Sustainable households financial behaviour in EU and implications on developing financial literacy. In Lecture Notes in Management and Industrial Engineering (pp. 135–154). Springer Nature Switzerland.
Uchehara, I., Moore, D., Jafarifar, N., & Omatayo, T. (2021). Sustainability Rating System for Highway Design:—A key focus for developing sustainable cities and societies in Nigeria. Sustainable cities and society, 78, 103620. https://doi.org/101016/j.scs.2021.103620
White, H. (1980). A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity. Econometrica. 48 (4), 817– 838. https://doi.org/102307/1912934
Zhang, J., Zhan, F., Wu, X., & Zhang, D. (2021). Partial Correlation Analysis of Association between Subjective Well-Being and Ecological Footprint. Sustainability, 1033, 13. https://doi.org/103390/su13031033
Published
2023-06-30
How to Cite
(1)
Todorov, L.; Aleksandrova, A.; Ismailov, T. Relation Between Financial Literacy and Carbon Footprint: Review on Implications for Sustainable Development. Economics Ecology Socium 2023, 7, 24-40.